Visualize Network Anomaly Detection by Using K-Means Clustering Algorithm

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Provided by: AIRCC
Topic: Big Data
Format: PDF
Network Intrusion Detection System (NIDS) is one that scans the network activities in a computer environment, and detects the intrusions or attacks. Then, the system administrator may be alerted to the take the corrective actions. With the ever increasing amount of new attacks in today's world the amount of data will keep increasing, and because of the base-rate fallacy the amount of false alarms will also increase. Another problem with detection of attacks is that they usually isn't detected until after the attack has taken place, this makes defending against attacks hard and can easily lead to disclosure of sensitive information.
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